Computed Tomography Radiation Dose Reduction: Effect of Different Iterative Reconstruction Algorithms on Image Quality

Martin J. Willemink*, Richard A. P. Takx, Pim A. de Jong, Ricardo P. J. Budde, Ronald L. A. W. Bleys, Marco Das, Joachim E. Wildberger, Mathias Prokop, Nico Buls, Johan de Mey, Tim Leiner, Arnold M. R. Schilham

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

We evaluated the effects of hybrid and model-based iterative reconstruction (IR) algorithms from different vendors at multiple radiation dose levels on image quality of chest phantom scans.A chest phantom was scanned on state-of-the-art computed tomography scanners from 4 vendors at 4 dose levels (4.1 mGy, 3.0 mGy, 1.9 mGy, and 0.8 mGy). All data were reconstructed with filtered back projection (FBP) and reduced-dose data also with IR (iDose4, Adaptive Iterative Dose Reduction 3D, Adaptive Statistical Iterative Reconstruction, Sinogram-Affirmed Iterative Reconstruction, prototype Iterative Model Reconstruction, and Veo). Computed tomography numbers and noise were measured in the spine and lungs. Signal-to-noise ratios (SNR) and contrast-to-noise ratios (CNR) were calculated and differences were analyzed with the Friedman test.For all vendors, radiation dose reduction with FBP resulted in significantly increased noise levels (?148%) as well as decreased SNR (?57%) and CNR (?58%) (P <0.001). Conversely, IR resulted in decreased noise levels (?48%) as well as increased SNR (?94%) and CNR (?94%). The SNRs and CNRs of the model-based algorithms at 80% reduced dose were similar to reference-dose FBP.Hybrid IR algorithms have the potential to reduce radiation dose with 27% to 54% and model-based IR algorithms with up to 80%.
Original languageEnglish
Pages (from-to)815-823
JournalJournal of Computer Assisted Tomography
Volume38
Issue number6
DOIs
Publication statusPublished - 2014

Keywords

  • computed tomography
  • iterative reconstruction
  • image quality

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